Run
572731

Run 572731

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(8)Learner classif.glmboost from package(s) mboost.
classif.glmboost(8)_openml.seed1
classif.glmboost(8)_openml.kindMersenne-Twister
classif.glmboost(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2513.6893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0445
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6082
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
47.023
UserCPU time millis testing
5.236
UserCPU time millis training
41.787